Analyze Codebase Workflow
Skill Verifiziert AktivAnalyze an arbitrary codebase to auto-detect workflows, data pipelines, and file dependencies using putior's put_auto() engine. Produces an annotation plan that maps detected I/O patterns to source files across 30+ supported languages with 902 auto-detection patterns. Use when onboarding onto an unfamiliar codebase to understand data flow, starting putior integration in a project without existing annotations, auditing a project's data pipeline before documentation, or preparing an annotation plan before running annotate-source-files.
Understand unfamiliar codebases by automatically detecting data flow and dependencies, facilitating easier onboarding and integration of analysis tools like putior.
Funktionen
- Auto-detect workflows, data pipelines, and file dependencies
- Supports 30+ languages with 902 detection patterns
- Generates an annotation plan for manual refinement
- Visualizes detected workflows with Mermaid diagrams
Anwendungsfälle
- Onboarding onto unfamiliar codebases to understand data flow
- Starting putior integration in projects without existing annotations
- Auditing a project's data pipeline before documentation
- Preparing an annotation plan before running annotate-source-files
Nicht-Ziele
- Replacing manual code review entirely
- Detecting business logic or non-file-based data flows
- Providing a fully annotated codebase out-of-the-box
Code Execution
- info:ValidationThe SKILL.md describes expected inputs and potential failure modes, but does not explicitly mention schema validation libraries for parameters.
Installation
/plugin install agent-almanac@pjt222-agent-almanacQualitätspunktzahl
VerifiziertVertrauenssignale
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